DocumentCode
130058
Title
Fault estimation for LPV system with LFT parameter dependence
Author
Hanbin Wang ; Huamin Chen ; Zhengxin Weng
Author_Institution
Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai, China
fYear
2014
fDate
28-30 July 2014
Firstpage
560
Lastpage
565
Abstract
The robust H-infinity fault estimation problem for a class of Linear Parameter Varying (LPV) systems which can be formulated in an LFT framework has been studied in this paper. Based on small gain techniques, a new method for the design of a robust gain scheduled H-infinity fault estimator is developed, the resulting estimator achieves high performance by incorporating the available measurements of the time-varying parameters, and therefore adjusts to the current plant dynamics. The existence of such gain-scheduled H-infinity fault estimator is characterized in terms of linear matrix inequalities. The underlying synthesis problem is a convex program for which efficient optimization techniques are available. To demonstrate the proposed method, a numerical example is considered. Simulation results show that the designed LPV fault estimator is effective for a class of LPV plants.
Keywords
H∞ optimisation; convex programming; linear matrix inequalities; linear systems; LFT framework; LFT parameter dependence; LPV fault estimator; LPV plants; LPV system; convex program; linear matrix inequalities; linear parameter varying systems; plant dynamics; robust H-infinity fault estimation problem; robust gain scheduled H-infinity fault estimator; time-varying parameters; Automation; Estimation; H infinity control; Linear matrix inequalities; Null space; Robustness; Vectors; LFT; Linear Parameter Varying system; fault estimation; robust H-infinity filtering;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Automation (ICIA), 2014 IEEE International Conference on
Conference_Location
Hailar
Type
conf
DOI
10.1109/ICInfA.2014.6932717
Filename
6932717
Link To Document